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Paper Citation Record · LEDGER

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges

As of 20 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 1 inbound Pith citation observation for arXiv:2501.14970.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.14970 v2

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:48:20.181616Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:20:15.029871Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-15T21:20:15.259784Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a804643d-ff41-4c70-bdaa-736524605d8c · outbound

This paper cites Survey of cellular mobile radio localization methods: From 1g to 5G,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Survey of cellular mobile radio localization methods: From 1g to 5G,

Reference 1

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source=pdf_text observed=2026-08-10T14:48:19.837315Z digest=sha256:1c20c83a530d4a02433a18aaf669d3bf55e117fea5e31034f12883d501294c48

Observation 40cddb88-600f-486a-a328-e58b595a73b5 · outbound

This paper cites A survey of indoor localization systems and technologies,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey of indoor localization systems and technologies,

Reference 2

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source=pdf_text observed=2026-08-10T14:48:19.841810Z digest=sha256:ddae53b131b8a053b59c79d24621f84d5140d229a0f4d88f45cb3e3c0ba293bf

Observation 35e9f9ef-7b27-4f37-9c8c-ccf98d32efbb · outbound

This paper cites Efficient processing of deep neural networks: A tutorial and survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Efficient processing of deep neural networks: A tutorial and survey,

Reference 3

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source=pdf_text observed=2026-08-10T14:48:19.845430Z digest=sha256:53c23069a82d1287cc1b1550f6d3b761560f1905ee5192249dc617a1970f568d

Observation 8af30cb4-dd02-4e90-b93f-595963e9690c · outbound

This paper cites Less data, more knowledge: Building next-generation semantic communication networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Less data, more knowledge: Building next-generation semantic communication networks,

Reference 4

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source=pdf_text observed=2026-08-10T14:48:19.849242Z digest=sha256:72416f6e54785b8af088e0c46ca99af8a62afecc7ab3d33f8162e0152a79695a

Observation b77c6faa-a9cd-4cfb-a849-87fe006ba8e0 · outbound

This paper cites A survey on xai for 5g and beyond security: Technical aspects, challenges and research directions,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on xai for 5g and beyond security: Technical aspects, challenges and research directions,

Reference 5

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source=pdf_text observed=2026-08-10T14:48:19.852969Z digest=sha256:2b74b14b350a0e9407f9f2808bb702969308325131a50a7485f1931f7dbc8ad9

Observation c780c9b6-1958-47ef-b0eb-367d4fbd167d · outbound

This paper cites A survey on TOA based wireless localization and NLOS mitigation techniques,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on TOA based wireless localization and NLOS mitigation techniques,

Reference 6

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source=pdf_text observed=2026-08-10T14:48:19.856806Z digest=sha256:ffe4b33f4604b8e3047ecb48b6cd7a6aba5028457a2fc8f1a37514782bc1cb37

Observation bbf1e938-a43a-46c8-9b18-cc61ab52554b · outbound

This paper cites Wi-fi fingerprint-based indoor posi- tioning: Recent advances and comparisons,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Wi-fi fingerprint-based indoor posi- tioning: Recent advances and comparisons,

Reference 7

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source=pdf_text observed=2026-08-10T14:48:19.860941Z digest=sha256:1ca91f58e8cad2fa6b7b25cf3f34873e99e3212381fde1005f9595388ecd7414

Observation fd7084f8-86b8-449e-ade5-2aaf708217f5 · outbound

This paper cites Modern WLAN fingerprinting indoor positioning methods and deployment challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Modern WLAN fingerprinting indoor positioning methods and deployment challenges,

Reference 8

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source=pdf_text observed=2026-08-10T14:48:19.864400Z digest=sha256:c9abc30617bcb42ac49f94c78b2a308b223b39f817ee8cd6647bbded5fa530f6

Observation e15ed017-689c-4b51-bebf-cd8a8f978e98 · outbound

This paper cites Jammer localization in multi-hop wireless network: A comprehensive survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Jammer localization in multi-hop wireless network: A comprehensive survey,

Reference 9

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source=pdf_text observed=2026-08-10T14:48:19.868041Z digest=sha256:b7f49c1b53428ed8ca45c613b2fd84ca1035bd69557165da1de42a50b22b8f67

Observation d4736033-7c70-4e05-9fb7-c09c32d0b315 · outbound

This paper cites A survey of enabling technologies for network localization, tracking, and navigation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey of enabling technologies for network localization, tracking, and navigation,

Reference 10

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source=pdf_text observed=2026-08-10T14:48:19.871691Z digest=sha256:4f12a3b44b66024adbcd62c8552fff3b98f79b2ff7ebcd925c00a2bacacc80d8

Observation 350cef8b-e48e-4210-ad22-155cb870441c · outbound

This paper cites Indoor positioning technologies without offline fingerprinting map: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor positioning technologies without offline fingerprinting map: A survey,

Reference 11

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source=pdf_text observed=2026-08-10T14:48:19.875114Z digest=sha256:87bfad6bd19143b9376ff721079852b3c52a4c49a19d56cfef35a671ff2b0257

Observation ce69bf76-3e31-448f-adb7-cde5de5224c4 · outbound

This paper cites Ubiquitous localization (UbiLoc): A survey and taxonomy on device free localization for smart world,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Ubiquitous localization (UbiLoc): A survey and taxonomy on device free localization for smart world,

Reference 12

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source=pdf_text observed=2026-08-10T14:48:19.878519Z digest=sha256:b8da1dde4d0c5d6c17cb62a807dd9962f3eef274d744580f1eb2ebe196f00f50

Observation 487a79d3-78a8-4c6d-8ecc-d33f4fcdb42d · outbound

This paper cites A survey on fusion-based indoor positioning,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on fusion-based indoor positioning,

Reference 13

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source=pdf_text observed=2026-08-10T14:48:19.881853Z digest=sha256:871bf99f18d25131c5a69e3d3732ee0c7d80d991e30f0518a0662eb541e71636

Observation 083f686e-0b93-418b-942d-9fb12f5aee49 · outbound

This paper cites Indoor intelligent fingerprint-based localization: Principles, approaches and challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor intelligent fingerprint-based localization: Principles, approaches and challenges,

Reference 14

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source=pdf_text observed=2026-08-10T14:48:19.885232Z digest=sha256:192476ec09c34812cc860bfa1e4958fa6ee857bd6f0493c71fe0ab8b8e69bac2

Observation e57818b3-1723-4adc-8e43-aeb9a8006931 · outbound

This paper cites A comprehensive survey of machine learning based localization with wireless signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A comprehensive survey of machine learning based localization with wireless signals,

Reference 15

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source=pdf_text observed=2026-08-10T14:48:19.888463Z digest=sha256:db10f68704a2c06145be914262144a0ff42623052f4f046dcb3a0d47adf9605f

Observation 4fa8e09d-52c5-46c5-b559-a8fa777020dc · outbound

This paper cites D2D-based cooperative positioning paradigm for future wireless systems: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges D2D-based cooperative positioning paradigm for future wireless systems: A survey,

Reference 16

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source=pdf_text observed=2026-08-10T14:48:19.891310Z digest=sha256:101e335419a3a45e717a560f8da8669aedbdccf73d93074f78c648a79d40d0aa

Observation b55dc37d-fc8f-4977-a5d8-aa79378b284b · outbound

This paper cites A tutorial on terahertz-band localization for 6G communication systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A tutorial on terahertz-band localization for 6G communication systems,

Reference 17

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source=pdf_text observed=2026-08-10T14:48:19.894192Z digest=sha256:ad7ae2c4f3a9f1d400554c9a52b17b2df8ab35332c03bc76d5d9c674958f5801

Observation 4d9ac64e-1f94-40f0-9b85-053d629aed81 · outbound

This paper cites A review of millimeter wave device-based localization and device-free sensing technologies and applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A review of millimeter wave device-based localization and device-free sensing technologies and applications,

Reference 18

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source=pdf_text observed=2026-08-10T14:48:19.897408Z digest=sha256:cb8c172d918dd3a58471a8d464f658315dbb849c1b26a4aa0249fadc23d51ee7

Observation b42d7426-c3a1-4ce7-a7bf-5ae807bd5c8a · outbound

This paper cites Reconfigurable intelligent surfaces for 6G IoT wireless positioning: A contemporary survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Reconfigurable intelligent surfaces for 6G IoT wireless positioning: A contemporary survey,

Reference 19

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source=pdf_text observed=2026-08-10T14:48:19.900570Z digest=sha256:445ff1563e79f90e8e58984aead7f28401e3a38628712c52636bed7ec28bac18

Observation 035413ca-6d30-4b56-947e-473be9ccffac · outbound

This paper cites Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook,

Reference 20

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source=pdf_text observed=2026-08-10T14:48:19.903617Z digest=sha256:6ae1c802f77da2c95b5698be0abf6921f9aaf2d713801fcb24284bd02f73723b

Observation 6ea19bd5-ebea-452d-a5f4-4c8aca86886a · outbound

This paper cites A tutorial on 5G positioning,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A tutorial on 5G positioning,

Reference 21

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source=pdf_text observed=2026-08-10T14:48:19.906683Z digest=sha256:34eb0eb55c5510529953c604cdc1087f308cf3b304785e9ebc5e4c200d78eb2f

Observation f2d97adb-bd45-4809-b95d-5a5fbf829bc7 · outbound

This paper cites On the ground and in the sky: A tutorial on radio localization in ground-air-space networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On the ground and in the sky: A tutorial on radio localization in ground-air-space networks,

Reference 22

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source=pdf_text observed=2026-08-10T14:48:19.909866Z digest=sha256:ef5aac3e204aedd68d712b095f83e51825367088997ef4b83f22ba923a8803f1

Observation 723cae47-a7b7-4dbd-8749-d797f440282b · outbound

This paper cites Positioning using wireless networks: Appli- cations, recent progress and future challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Positioning using wireless networks: Appli- cations, recent progress and future challenges,

Reference 23

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Observation 2f34453a-dad4-4b90-8e48-49364af1c38b · outbound

This paper cites Fundamentals of RIS-aided localization in the far-field,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Fundamentals of RIS-aided localization in the far-field,

Reference 24

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source=pdf_text observed=2026-08-10T14:48:19.915783Z digest=sha256:c19c1b86bc4024c8b04a8aa9544ac7413a8d1de288d84a8f2913f3a060c58998

Observation f99a749f-bfd9-43e0-bd5c-fa3099382408 · outbound

This paper cites Flexible-position MIMO for wireless com- munications: Fundamentals, challenges, and future directions,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Flexible-position MIMO for wireless com- munications: Fundamentals, challenges, and future directions,

Reference 25

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source=pdf_text observed=2026-08-10T14:48:19.919144Z digest=sha256:8591ab142f2c68340a476cfcc14f172d42e5ddb6394d8058190ea38f1a375c89

Observation c404dba5-7fd1-48fb-883d-0e8feec06da5 · outbound

This paper cites NTN-based 6G localization: Vision, role of LEOs, and open problems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges NTN-based 6G localization: Vision, role of LEOs, and open problems,

Reference 26

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source=pdf_text observed=2026-08-10T14:48:19.922559Z digest=sha256:13af006e1d36f7b98dfe27879403356ba29d9a0fdfef49ce56c6b2b78f3a98ab

Observation 7e3802fd-0f05-49b2-a7b0-9f84379eeb29 · outbound

This paper cites 6G localization and sensing in the near field: Features, opportunities, and challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 6G localization and sensing in the near field: Features, opportunities, and challenges,

Reference 27

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source=pdf_text observed=2026-08-10T14:48:19.926031Z digest=sha256:d16ec1a4c096b63c50e25584b91c2d3b3f9a3cb5f3efe7be642153c5591c3c6b

Observation e49f6c39-0bc2-4ee3-8ff0-13a55651ed07 · outbound

This paper cites Fingerprint-based 3D hierarchical localization for cell-free massive MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Fingerprint-based 3D hierarchical localization for cell-free massive MIMO systems,

Reference 28

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source=pdf_text observed=2026-08-10T14:48:19.929611Z digest=sha256:47af9d06f5bd9521089fb59885f3185f46af3e500cccbd1248ae0088d0c3e09b

Observation f8aa03ff-d037-48f9-b63f-fc5fcc2e1086 · outbound

This paper cites Multi-frequency based CSI compression for vehicle localization in intelligent transportation system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Multi-frequency based CSI compression for vehicle localization in intelligent transportation system,

Reference 29

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source=pdf_text observed=2026-08-10T14:48:19.932668Z digest=sha256:81ffc1f822400cf7661842031c9bcaec8b1356c77e74319c6350e1ac5351021b

Observation 477815e2-ba1e-4f00-9c0b-c9a57e70b012 · outbound

This paper cites Robust sparse direct localization of smart vehicle with partly calibrated time modulated arrays,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Robust sparse direct localization of smart vehicle with partly calibrated time modulated arrays,

Reference 30

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source=pdf_text observed=2026-08-10T14:48:19.936002Z digest=sha256:61b382f2cf09bc6ad4bc6ced539cc76112463996f31b607636c5740275c09694

Observation c49ea043-afec-4bde-9c77-a1b58fd1b8f0 · outbound

This paper cites Joint active and passive beamforming for vehicle localization with reconfigurable intelligent surfaces,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Joint active and passive beamforming for vehicle localization with reconfigurable intelligent surfaces,

Reference 31

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source=pdf_text observed=2026-08-10T14:48:19.939375Z digest=sha256:90e8f4d1a782a6ae0f89c1d15eefbaac67b0216b4b10c3bf569e025a77803211

Observation 1abcc9b9-42ca-4a49-ae10-e34dafcdd6ff · outbound

This paper cites Management of positioning functions in cellular networks for time-sensitive transportation applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Management of positioning functions in cellular networks for time-sensitive transportation applications,

Reference 32

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source=pdf_text observed=2026-08-10T14:48:19.942675Z digest=sha256:88fd683231adf2034ba8373591f49b0be84baa87331743fda91785f2c87a8643

Observation d56c5322-846a-4380-9d43-5b3f8879f006 · outbound

This paper cites IRS-aided high-accuracy positioning for autonomous driving toward 6G: A tutorial,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges IRS-aided high-accuracy positioning for autonomous driving toward 6G: A tutorial,

Reference 33

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source=pdf_text observed=2026-08-10T14:48:19.946070Z digest=sha256:d3c571f6da4f527a42d4f1daac2e1bf0151d6fd356b3f3063ae6000fa27759c0

Observation 339faddc-8f71-4ccf-a8ea-79e4fd46ea74 · outbound

This paper cites Data-driven indoor positioning correction for infrastructure-enabled autonomous driving systems: A lifelong framework,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Data-driven indoor positioning correction for infrastructure-enabled autonomous driving systems: A lifelong framework,

Reference 34

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source=pdf_text observed=2026-08-10T14:48:19.949889Z digest=sha256:75f698773dc062902310dbed9d11061f6a42bf94aa64a707b0e43d92dabf6ec0

Observation 1d65f3c5-54d3-4419-a86f-a69df0a0b1ef · outbound

This paper cites On scalable network communication for infrastructure-vehicle collaborative autonomous driving,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On scalable network communication for infrastructure-vehicle collaborative autonomous driving,

Reference 35

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source=pdf_text observed=2026-08-10T14:48:19.953546Z digest=sha256:de5bd8fee4af7fff973dfb1a7330b4898da29507151e8f10339c677460bab2cc

Observation a8f31adc-16d9-4c20-a1ef-bbbca2a345b7 · outbound

This paper cites Location-dependent augmented reality services in wireless edge-enabled metaverse systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Location-dependent augmented reality services in wireless edge-enabled metaverse systems,

Reference 36

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source=pdf_text observed=2026-08-10T14:48:19.957105Z digest=sha256:dff7acfb0b9d1fd56543ddd46a1d7e56fcb24df2334ca1c658651e72be994e0d

Observation 66f37b12-4d44-464e-90cc-d62fc011ee19 · outbound

This paper cites Federated echo state learning for mini- mizing breaks in presence in wireless virtual reality networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Federated echo state learning for mini- mizing breaks in presence in wireless virtual reality networks,

Reference 37

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source=pdf_text observed=2026-08-10T14:48:19.960621Z digest=sha256:aec00758aa6bdacc6a56525c04bee12ddcd9c9d768ee33fbd49a20d6c9db4689

Observation b086ab64-f3f8-4375-87e4-d73023bbb3c1 · outbound

This paper cites Location-based augmented reality with pervasive smartphone sensors: Inside and beyond Pokemon Go!.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Location-based augmented reality with pervasive smartphone sensors: Inside and beyond Pokemon Go!

Reference 38

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source=pdf_text observed=2026-08-10T14:48:19.964191Z digest=sha256:0798296ecb8866245291e108a5b79af3563457aa7f647caecc8f1abd6925b6bc

Observation 0b76e1ef-847e-41a4-b86d-ad333daabb35 · outbound

This paper cites Virtual wireless device-constrained robust extended kalman filters for smartphone positioning in indoor corridor environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Virtual wireless device-constrained robust extended kalman filters for smartphone positioning in indoor corridor environment,

Reference 39

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source=pdf_text observed=2026-08-10T14:48:19.967794Z digest=sha256:6f10c217ed3f87f8881c0ecb96124b6e4bcb3c35b52117286530495dd4d250c6

Observation f2b91d86-2641-4b20-a694-304ca2a17480 · outbound

This paper cites Indoorwaze: A crowdsourcing-based context- aware indoor navigation system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoorwaze: A crowdsourcing-based context- aware indoor navigation system,

Reference 40

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source=pdf_text observed=2026-08-10T14:48:19.971167Z digest=sha256:059c51bff09d82585e00772e961c3f17ad715b39a0471de4ee7aa40632534799

Observation aa84cd21-c38d-4280-b93c-9c14d19b90bb · outbound

This paper cites Indoor tracking and navigation using received signal strength and compressive sensing on a mobile device,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor tracking and navigation using received signal strength and compressive sensing on a mobile device,

Reference 41

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source=pdf_text observed=2026-08-10T14:48:19.974506Z digest=sha256:37ab2540d5e220b8ac49b1c4465c9a3aecdef9cd27d2027a9f6db9e28e302e2c

Observation e5c3cf1c-8125-4e4a-9f2d-6af6924fd908 · outbound

This paper cites Indoor positioning in 5G- advanced: Challenges and solution toward centimeter-level accuracy with carrier phase enhancements,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor positioning in 5G- advanced: Challenges and solution toward centimeter-level accuracy with carrier phase enhancements,

Reference 42

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source=pdf_text observed=2026-08-10T14:48:19.978026Z digest=sha256:c4f506214b305e1e104555426c09698b86bfc5cd886da7088a5d53406db5ef7d

Observation ed344c6d-ca5a-49ee-9696-ac07a90c0e05 · outbound

This paper cites Survey of wireless communication technologies for public safety,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Survey of wireless communication technologies for public safety,

Reference 43

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source=pdf_text observed=2026-08-10T14:48:19.981388Z digest=sha256:7c5c3b713b0a11631c8e45f6173b7c3b4589e6c7baad3fe74dd8bd5ab87a7fc8

Observation 21fedb58-5301-4870-a16d-1a13b7881260 · outbound

This paper cites HELPS for emergency location service: Hyper-enhanced local positioning system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges HELPS for emergency location service: Hyper-enhanced local positioning system,

Reference 44

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source=pdf_text observed=2026-08-10T14:48:19.984801Z digest=sha256:f6b9e63eb57ee5275dce5882e5919f0b5101342cbc25cef3b4bb3db3a2b838a2

Observation bb15da02-8fd7-40a1-a431-cdb3d934db8e · outbound

This paper cites 5G new radio for public safety mission critical communications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 5G new radio for public safety mission critical communications,

Reference 45

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source=pdf_text observed=2026-08-10T14:48:19.988379Z digest=sha256:bc5a78b863ec5551e8d0b526f22ff5e77fe1c1926c70b82dd47d83b65da56ff2

Observation d4a6ddd9-8ba0-4d73-9964-9c84595bb52b · outbound

This paper cites A survey on indoor positioning systems for IoT-based applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on indoor positioning systems for IoT-based applications,

Reference 46

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source=pdf_text observed=2026-08-10T14:48:19.991820Z digest=sha256:833d920c6582196132b19476d70dcb8e7fc2cf4c1eb101e1b4ade20d4fc1919d

Observation ade9841b-d304-4171-84cd-419cf2b71b51 · outbound

This paper cites Challenges and solutions of surveillance systems in IoT-enabled smart campus: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Challenges and solutions of surveillance systems in IoT-enabled smart campus: A survey,

Reference 47

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source=pdf_text observed=2026-08-10T14:48:19.995492Z digest=sha256:94c64d1c6f513b3c7871c48f88e271ad93243be7ecd295ef81ee797985dbe825

Observation 3f6a0068-d7a2-4f72-9b05-d217803466ff · outbound

This paper cites An internet of electronic-visual things indoor localization system using adaptive kalman filter,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges An internet of electronic-visual things indoor localization system using adaptive kalman filter,

Reference 48

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source=pdf_text observed=2026-08-10T14:48:19.998966Z digest=sha256:60545a74c21ffea3466845ff64b745f4efb880de148d61fe749f68620f1207d3

Observation 9ba58cd5-4c93-41a4-8b3f-a62d58253b8a · outbound

This paper cites A survey on location and motion tracking technologies, methodologies and applications in precision sports,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on location and motion tracking technologies, methodologies and applications in precision sports,

Reference 49

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source=pdf_text observed=2026-08-10T14:48:20.003506Z digest=sha256:5573501408748ca73ba602d35cacf1bc293c379ebc3278ee11c96f16cf04b791

Observation 7a980a02-6045-4fc9-b7f2-c7f1a60f2690 · outbound

This paper cites Performance analysis of multiple indoor positioning systems in a healthcare environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Performance analysis of multiple indoor positioning systems in a healthcare environment,

Reference 50

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source=pdf_text observed=2026-08-10T14:48:20.007511Z digest=sha256:bdee26e9deb44a1c24334b3984c104dd2d2c8d89cd54b5129b6359bce932a563

Observation 45c0ffc9-97f2-420f-a190-3991e05bdd4f · outbound

This paper cites RFDOA-Net: An efficient ConvNet for RF-based DOA estimation in UA V surveillance systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges RFDOA-Net: An efficient ConvNet for RF-based DOA estimation in UA V surveillance systems,

Reference 51

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source=pdf_text observed=2026-08-10T14:48:20.011226Z digest=sha256:84b94b35655bc5a1ccd67cdda6896f1bbadbf36c010fa8851e2ea8d0263c9ff0

Observation a15cfddf-aa00-4b01-9cf2-6cb066c6778f · outbound

This paper cites Uav positioning based on multi-sensor fusion,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Uav positioning based on multi-sensor fusion,

Reference 52

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source=pdf_text observed=2026-08-10T14:48:20.014921Z digest=sha256:a7f6d6117044dd4a3d52f9a62ebe36472de8740119c7b58815b114907b38bef3

Observation d90de38a-4339-4e17-bb6b-09a6e6974c8a · outbound

This paper cites A review of indoor posi- tioning systems for uav localization with machine learning algorithms,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A review of indoor posi- tioning systems for uav localization with machine learning algorithms,

Reference 53

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source=pdf_text observed=2026-08-10T14:48:20.018733Z digest=sha256:41728afd650db2ac19877c1b6fda3d5a13bb40564a824a2de7b53620b0d3e355

Observation d6c1ecaa-876c-46be-87ae-c128ab0c6756 · outbound

This paper cites an unresolved cited work.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-10T14:48:20.022436Z digest=sha256:13f4bbd18c613356a63a28b332de77562fb52f4625897314c94b01125052cb3f

Observation f90eab9d-f25a-4784-a64a-d9849e0d1e3c · outbound

This paper cites Improved Wi-Fi RSSI measurement for indoor localization,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Improved Wi-Fi RSSI measurement for indoor localization,

Reference 55

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source=pdf_text observed=2026-08-10T14:48:20.026412Z digest=sha256:e045b1a01161052b1e55ba035e36f3d78f5d5c7348f2bbb04e3bba3b07cf8c8b

Observation 298c8e22-3b73-4a94-ae7c-dbe57188b801 · outbound

This paper cites TS 36.213, Release 18, Mar.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TS 36.213, Release 18, Mar

Reference 56

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source=pdf_text observed=2026-08-10T14:48:20.029961Z digest=sha256:c2522bb4dbec8df4987eb175e992d87be13e82b702b4a8e25ad284d7343fad64

Observation 0866b470-129f-48ac-b847-e35f0916a366 · outbound

This paper cites A survey on wireless position estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on wireless position estimation,

Reference 57

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source=pdf_text observed=2026-08-10T14:48:20.033614Z digest=sha256:9fa0470bb948c69ae9aa796952e5dc82f3265d3c460085479f675e3fcb502188

Observation 1cffe273-ffd5-4e7a-bc10-c4fd119c689b · outbound

This paper cites Spotfi: Decimeter level localization using wifi,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Spotfi: Decimeter level localization using wifi,

Reference 58

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source=pdf_text observed=2026-08-10T14:48:20.036863Z digest=sha256:4ff6fc0c02aa96147e095c74fd1c124f13145d14bf5c75c2d1816dc7d9a5cedd

Observation 42027657-e9e1-4ec0-9267-a2a82bdc1d31 · outbound

This paper cites CSI-based indoor localization,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges CSI-based indoor localization,

Reference 59

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source=pdf_text observed=2026-08-10T14:48:20.039917Z digest=sha256:dff7e573955ac9042cae9ed99f1f2e4174acc88e36b3aaa8ab08919f92bef4a0

Observation b24fb09c-fcb5-4738-aa4b-5d6983705692 · outbound

This paper cites CSI-based fingerprinting for indoor localiza- tion: A deep learning approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges CSI-based fingerprinting for indoor localiza- tion: A deep learning approach,

Reference 60

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source=pdf_text observed=2026-08-10T14:48:20.043111Z digest=sha256:90b804361efaf34f5443b37ec85eb7e4c50e7d57eed89a1623494b7b29ffefca

Observation a3c7ebdf-bcff-45f2-8e9e-45c231a07805 · outbound

This paper cites Learning to localize: A 3D CNN approach to user positioning in massive MIMO-OFDM systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Learning to localize: A 3D CNN approach to user positioning in massive MIMO-OFDM systems,

Reference 61

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source=pdf_text observed=2026-08-10T14:48:20.046192Z digest=sha256:cc2296ca966069a5597f19fdca931fbfbcdfcf096319a35227857f22aab2769e

Observation 301c33e0-d31b-4ef7-81be-0cd724b90e3d · outbound

This paper cites Best practice in RSS measurements and ranging,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Best practice in RSS measurements and ranging,

Reference 62

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source=pdf_text observed=2026-08-10T14:48:20.049416Z digest=sha256:e1ae399dbabd5a9e57620ca287eff2610c5b574412c3f13494592dbc405f868c

Observation 7cf3ea9c-781b-4f4f-bc77-8476aa22bdf8 · outbound

This paper cites Outdoor localization based on rss ranging aided by pedestrian dead reckoning in GPS restricted scenario,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Outdoor localization based on rss ranging aided by pedestrian dead reckoning in GPS restricted scenario,

Reference 63

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source=pdf_text observed=2026-08-10T14:48:20.052422Z digest=sha256:560baba0c3ab5b2c34b38b5d551f02e3453767f84eac258231aa39a5f10f4092

Observation 2aecef0f-9f29-4424-8d81-28840571b48c · outbound

This paper cites On the hybrid TOA/RSS range estimation in wireless sensor networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On the hybrid TOA/RSS range estimation in wireless sensor networks,

Reference 64

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source=pdf_text observed=2026-08-10T14:48:20.055645Z digest=sha256:0fc36433e0d87d7917c3a997497772690786d56d11dac974c6086d9c10bafe7e

Observation e84dd92d-e094-4228-96b1-528f8d0e0626 · outbound

This paper cites RSS-based ranging by multichannel RSS averaging,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges RSS-based ranging by multichannel RSS averaging,

Reference 65

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source=pdf_text observed=2026-08-10T14:48:20.058525Z digest=sha256:d323600351c8846fc52f6bf9689c65f3eea7fb7dd848cde51920f39418fb2e8c

Observation 2a6808d8-1a99-482d-8325-14da3ccb5f68 · outbound

This paper cites AI-enabled fingerprinting and crowdsource-based vehicle localization for resilient and safe transporta- tion systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges AI-enabled fingerprinting and crowdsource-based vehicle localization for resilient and safe transporta- tion systems,

Reference 66

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source=pdf_text observed=2026-08-10T14:48:20.062689Z digest=sha256:a3a91b5ea91ef432566ebb67fd3dc3d4866222271b0daa1f34015ad56585e7c8

Observation cb84b921-d674-48c1-a357-7ca309a6a845 · outbound

This paper cites Enhanced TOA estimation through tap candidate extraction for positioning in multipath channels,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Enhanced TOA estimation through tap candidate extraction for positioning in multipath channels,

Reference 67

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source=pdf_text observed=2026-08-10T14:48:20.066281Z digest=sha256:15c0e6f683e12437d97c615eea9d57d568fe3a23f32a1bd65af5595421133b4a

Observation de5f6d76-f198-4bbb-848d-7a62bb3343b7 · outbound

This paper cites Carrier phase ranging for indoor positioning with 5G NR signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Carrier phase ranging for indoor positioning with 5G NR signals,

Reference 68

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source=pdf_text observed=2026-08-10T14:48:20.069782Z digest=sha256:9ef8ce81fc0c13a7d0abb9fb303430ee1d504533ab3304e8c5fb4cbf70c4fc0b

Observation ca8758c4-8f46-4130-896e-9c6a079b73ed · outbound

This paper cites Single-anchor two-way local- ization bounds for 5G mmwave systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Single-anchor two-way local- ization bounds for 5G mmwave systems,

Reference 69

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source=pdf_text observed=2026-08-10T14:48:20.073172Z digest=sha256:09c7a6d9dcd99bba2988e8e040235745c2fa88cd43f4fb29a691b1fd499bb667

Observation 5a127afb-8306-4750-a6e0-56681e213b31 · outbound

This paper cites Three-dimensional positioning for LTE systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Three-dimensional positioning for LTE systems,

Reference 70

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source=pdf_text observed=2026-08-10T14:48:20.076515Z digest=sha256:dacafe6eede3cdf85a929d2d026d33e2ee8978af1b44a334325d4fc8f577d681

Observation 8709668c-3ce2-4e64-b044-afa5c9fc9d96 · outbound

This paper cites Error analysis of the OTDOA from the resolved first arrival path in LTE,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Error analysis of the OTDOA from the resolved first arrival path in LTE,

Reference 71

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source=pdf_text observed=2026-08-10T14:48:20.079965Z digest=sha256:2f7212cb9fdf3a897fa3d57d3621ed6155167e0d4760f00fe111a2cb20562114

Observation 96bdf17f-b289-4654-9652-fbbe55c1a04f · outbound

This paper cites Super-resolution TOA estimation with diversity for indoor geolocation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Super-resolution TOA estimation with diversity for indoor geolocation,

Reference 72

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source=pdf_text observed=2026-08-10T14:48:20.083504Z digest=sha256:4c5b1bb009f2810193e9383a71e812a3db50a94bcc98aa6f7b35c1e60ec5abe2

Observation c4761c54-7aac-47f5-a4ae-b14078007c58 · outbound

This paper cites An improved ESPRIT based time-of- arrival estimation algorithm for vehicular OFDM systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges An improved ESPRIT based time-of- arrival estimation algorithm for vehicular OFDM systems,

Reference 73

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source=pdf_text observed=2026-08-10T14:48:20.086847Z digest=sha256:d18cb0d3b4b5588196d659c532b0a91d1fb6302ed642b2eb4bb3781d2117de33

Observation 7a3c527f-ea14-4dc7-974e-9bff5080a2b0 · outbound

This paper cites A TOA-based localization algorithm with simultaneous NLOS mitigation and synchronization error elimination,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A TOA-based localization algorithm with simultaneous NLOS mitigation and synchronization error elimination,

Reference 74

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source=pdf_text observed=2026-08-10T14:48:20.090388Z digest=sha256:4f0152aa78cf2c0db43a1c9f4e9c5de682ccface6f621f638171756fff0f0ebc

Observation 7b6ae9f3-f5d6-4043-bf86-9b05f56657f1 · outbound

This paper cites Optimal two-way TOA localization and synchronization for moving user devices with clock drift,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Optimal two-way TOA localization and synchronization for moving user devices with clock drift,

Reference 75

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source=pdf_text observed=2026-08-10T14:48:20.094522Z digest=sha256:24b6873b513d47ea1820dd7db9536cdf11ba8c39ec0dc82164080c884ee8b480

Observation 25e622c4-6289-467b-a1e5-1ef7ecef1b65 · outbound

This paper cites Robust second-order cone relaxation for TW- TOA-based localization with clock imperfection,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Robust second-order cone relaxation for TW- TOA-based localization with clock imperfection,

Reference 76

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source=pdf_text observed=2026-08-10T14:48:20.098083Z digest=sha256:74270282294bd6464d7bd7c5d9e7fdca16af574ed0869aaefd46e94e9626074e

Observation c7a8f55f-2531-4d79-a554-9a363ba93aad · outbound

This paper cites Enhanced Wi-Fi RTT ranging: A sensor-aided learning approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Enhanced Wi-Fi RTT ranging: A sensor-aided learning approach,

Reference 77

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source=pdf_text observed=2026-08-10T14:48:20.101461Z digest=sha256:9fb358cac792c8e6cc54e53a4e1f1f5b923aff270750348c6dc483caaf33a297

Observation 7e45526a-727d-4dea-9ab1-43f127c923e2 · outbound

This paper cites WhereArtThou: A WiFi-RTT-based indoor positioning system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges WhereArtThou: A WiFi-RTT-based indoor positioning system,

Reference 78

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source=pdf_text observed=2026-08-10T14:48:20.104820Z digest=sha256:f0446aaf1442c62e7c9bc2987870ef1427844fd9821df703bdc1ee69055fba89

Observation c2d05bdf-3c99-4484-aca3-53a79c8fbebd · outbound

This paper cites Wi-Fi RTT ranging performance characterization and positioning system design,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Wi-Fi RTT ranging performance characterization and positioning system design,

Reference 79

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source=pdf_text observed=2026-08-10T14:48:20.108265Z digest=sha256:ee0f909679cd3de838e62e3956f2dd58584b6953725726af58a3c44c99154210

Observation 971d74f1-0c69-4373-8544-464f6fb98069 · outbound

This paper cites A Wi-Fi RSS-RTT indoor positioning model based on dynamic model switching algorithm,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A Wi-Fi RSS-RTT indoor positioning model based on dynamic model switching algorithm,

Reference 80

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source=pdf_text observed=2026-08-10T14:48:20.111874Z digest=sha256:4ca1f447c5070d18c026db484346828f903cd24090f8dfa6a5e8ba855a60187a

Observation fe6df3e1-a46a-4c5b-b526-cf9b171de537 · outbound

This paper cites TDOA localization with unknown signal propaga- tion speed and sensor position errors,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TDOA localization with unknown signal propaga- tion speed and sensor position errors,

Reference 81

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source=pdf_text observed=2026-08-10T14:48:20.115460Z digest=sha256:846922a4037e77865b6234dc82bcd1f316b99ad3daff0857e069d33d78cafe40

Observation 86142a5b-c152-42e7-bead-3f85681b2385 · outbound

This paper cites TDOA-based localization for semi-static targets in NLOS environments,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TDOA-based localization for semi-static targets in NLOS environments,

Reference 82

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source=pdf_text observed=2026-08-10T14:48:20.119260Z digest=sha256:3024dd8ff60a5364576fe7f6fcd1d6ec2ead41166eae7cd50853f31588cb4527

Observation 7f18ca7f-ab1c-42fd-af4a-09d55a978db4 · outbound

This paper cites Algorithms and bounds for distributed TDOA-based positioning using OFDM signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Algorithms and bounds for distributed TDOA-based positioning using OFDM signals,

Reference 83

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source=pdf_text observed=2026-08-10T14:48:20.122927Z digest=sha256:36efa1d57b337d227b734a10031da6e8b0f68411ac759846b33e044a294e8e2e

Observation a5259451-e236-4b08-bb84-5bb0d7d07ac8 · outbound

This paper cites Positioning for the internet of things: A 3GPP perspective,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Positioning for the internet of things: A 3GPP perspective,

Reference 84

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source=pdf_text observed=2026-08-10T14:48:20.126431Z digest=sha256:a1f4316010df87d41f2dfa1d2593bdce3d9ea144d6174fe68545d17d61e51090

Observation f123f384-e5a3-460a-98f7-3cdb248697de · outbound

This paper cites Generalized coprime array configura- tions for direction-of-arrival estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Generalized coprime array configura- tions for direction-of-arrival estimation,

Reference 85

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source=pdf_text observed=2026-08-10T14:48:20.130118Z digest=sha256:242fa84fcb809523fa0cdf8516ddbea5e9c41bbfe772ea18d9b52a4dbc2e8d6d

Observation acdbb5bf-a291-4121-ab25-a787745883bd · outbound

This paper cites Unified near-field and far-field localization for AOA and hybrid AOA-TDOA positionings,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Unified near-field and far-field localization for AOA and hybrid AOA-TDOA positionings,

Reference 86

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source=pdf_text observed=2026-08-10T14:48:20.133475Z digest=sha256:dff9cb08157b0414b1a44892fd4c857f9626a88d9c5117189c9a2826a15cc2fa

Observation 444ec39a-3975-41c7-ba54-5d27b2da54ca · outbound

This paper cites AoA-based positioning for aerial intelligent reflecting surface-aided wireless communications: An angle-domain approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges AoA-based positioning for aerial intelligent reflecting surface-aided wireless communications: An angle-domain approach,

Reference 87

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source=pdf_text observed=2026-08-10T14:48:20.136889Z digest=sha256:641a917351688aef8cdeca7ed6f16dbbbe95fdd2488dfe26ad4af21f818fd3fe

Observation c1edc929-612b-42af-9868-50a10ada805d · outbound

This paper cites 5GNR indoor positioning by joint DL- TDoA and DL-AoD,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 5GNR indoor positioning by joint DL- TDoA and DL-AoD,

Reference 88

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source=pdf_text observed=2026-08-10T14:48:20.140474Z digest=sha256:d7e924447831d13d90485e45a52184b981821df28912e32fc470377899d0dd29

Observation 007ff7e4-680c-4396-883b-1d56b22fde5e · outbound

This paper cites Angle-based positioning estimation leveraging diffuse scattering paths in millimeter-wave MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Angle-based positioning estimation leveraging diffuse scattering paths in millimeter-wave MIMO systems,

Reference 89

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source=pdf_text observed=2026-08-10T14:48:20.144015Z digest=sha256:9566866b0f1699340159cb1335b037557c87bf817bf60b47d5cc4e6724d70fd0

Observation 43dcb484-57c5-4cd0-a2c7-3ec74638ed30 · outbound

This paper cites A 5G NR millimeter-wave-based AoD positioning field experiment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A 5G NR millimeter-wave-based AoD positioning field experiment,

Reference 90

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source=pdf_text observed=2026-08-10T14:48:20.147823Z digest=sha256:2ea9945673a8d99f7a3e16b1a8dc46fbf1142719ddcdd23fd7d61e3605412991

Observation 1ae4d2a6-7fa4-47da-ad0a-a1ef10755adc · outbound

This paper cites Cramer–Rao bounds for hybrid TOA/DOA-based location estimation in sensor networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Cramer–Rao bounds for hybrid TOA/DOA-based location estimation in sensor networks,

Reference 91

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source=pdf_text observed=2026-08-10T14:48:20.151309Z digest=sha256:728150ded6bab103840d0345ec8341f71b37ed9b0c9a2afcc387c026cb6723ef

Observation ce37be58-9c15-4466-8ae4-71b6482da220 · outbound

This paper cites Channel reconstruction-aided MUSIC algorithms for joint AoA&AoD estimation in MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Channel reconstruction-aided MUSIC algorithms for joint AoA&AoD estimation in MIMO systems,

Reference 92

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source=pdf_text observed=2026-08-10T14:48:20.154677Z digest=sha256:d1864fb75b097a009ed25ac2fb2f839acd34e37b4b5b4c90627ab5e6d43ba21f

Observation 029016b6-7870-4612-b220-0cfbaf91cc1f · outbound

This paper cites Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC,

Reference 93

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source=pdf_text observed=2026-08-10T14:48:20.157928Z digest=sha256:7cbed0480a796028dba2228e69fa44d96b733c42baccd1da4a69d85ab18092d0

Observation d43db9ee-3873-4607-87f9-128c54a1db69 · outbound

This paper cites A generalized ESPRIT approach to direction-of-arrival estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A generalized ESPRIT approach to direction-of-arrival estimation,

Reference 94

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source=pdf_text observed=2026-08-10T14:48:20.161251Z digest=sha256:6f08d1f0c8731fc6bf21113d562560fc9048ba3b173504ef65e582f30ab60fb6

Observation befdd9b2-bc07-4879-bfb5-6eddc80cfd52 · outbound

This paper cites Optimizing sensor array DOA esti- mation with the manifold reconstruction unitary ESPRIT algorithm,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Optimizing sensor array DOA esti- mation with the manifold reconstruction unitary ESPRIT algorithm,

Reference 95

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source=pdf_text observed=2026-08-10T14:48:20.164745Z digest=sha256:89734f4868de1606ef1004dae3e3f35930f568f35231bd6ad1578a3b89f69500

Observation 356afe2e-d7c0-46b5-9ec2-fcb523592718 · outbound

This paper cites A novel RSSI fingerprint positioning method based on virtual AP and convolutional neural network,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A novel RSSI fingerprint positioning method based on virtual AP and convolutional neural network,

Reference 96

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source=pdf_text observed=2026-08-10T14:48:20.168111Z digest=sha256:d68394de8d3ab3ac9cb2a27c5c54df95a7b9b2d022a1356d45a5da655c5b8e17

Observation 5ecec493-8743-4568-89c0-39247edcc288 · outbound

This paper cites Smartphone-based indoor localization via network learning with fusion of FTM/RSSI measurements,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Smartphone-based indoor localization via network learning with fusion of FTM/RSSI measurements,

Reference 97

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source=pdf_text observed=2026-08-10T14:48:20.171558Z digest=sha256:78ae4362ffcd6268684b3e1381f054514dd3b979b21e8de5eefb082a9de596d7

Observation 93bdaecc-34ec-4b97-bedb-56e0279c4853 · outbound

This paper cites Indoor localization with multi-beam of 5G new radio signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor localization with multi-beam of 5G new radio signals,

Reference 98

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source=pdf_text observed=2026-08-10T14:48:20.175225Z digest=sha256:c07c64c3f7aecdb3e189d44e384b1bd87a978320788300f6d45c57605ae39ea8

Observation 1701dbdd-d217-48ca-8d02-4d9c76158f30 · outbound

This paper cites Localization with cellular signal rsrp fingerprint of multiband and multicell,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Localization with cellular signal rsrp fingerprint of multiband and multicell,

Reference 99

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source=pdf_text observed=2026-08-10T14:48:20.178498Z digest=sha256:7f00c434403483566863cb3d0a9cf3d29585e17c2ed6a0a83cddb7e8eaf993ef

Observation c57962dc-ef45-4c4a-8c37-f7828ab5e3e2 · outbound

This paper cites DNN-based wireless positioning in an outdoor environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges DNN-based wireless positioning in an outdoor environment,

Reference 100

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source=pdf_text observed=2026-08-10T14:48:20.181616Z digest=sha256:059a56deb4637e541b2ee2909bcfb435a10b96b3e1f400e9e3e7ae92ccb61cfb

Pith citing papers

Observation f7cea9ee-5c42-464d-addb-1287939b5825 · inbound

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks cites this paper.

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges

Reference 8

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verified exact
local_arxiv, observed 2026-08-15T21:20:15.267107Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:20:15.029871Z digest=sha256:3e417ca3a519a771fb78d362197c4b1c74078e87f54ff6a4f9d87a04c556d4f1